Abstract
Per- and polyfluoroalkyl substances (PFASs) have attracted attention due to the potential risk they pose to ecosystems and human health. A total of 169 groundwater samples were collected from four representative regions in order to analyze PFASs concentrations in China. The total concentration of PFASs (∑PFASs) in groundwater ranged from 0.05 to 198.80 ng L−1, with an average of 3.97 ng L−1. All targeted PFASs were detected in the studied areas. The detection frequency and average concentration of perfluorooctanoic acid (PFOA) were the highest (79.29% and 1.61 ng L−1, respectively). The contamination profiles of PFASs in each study area varied due to natural geographical conditions and human activities. According to the results of the potential source identification, the point sources of perfluorooctane sulfonate (PFOS) were mainly concentrated in Lanzhou, and the distribution of PFASs was slightly affected by atmospheric deposition in all the studied areas. The obtained concentrations of PFOA and PFOS may pose no threat to the residents due to water consumption.
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Arvaniti, O., Ventouri, E., Stasinakis, A., & S., & Thomaidis, N. (2012). Occurrence of different classes of perfluorinated compounds in Greek wastewater treatment plants and determination of their solid–water distribution coefficients. Journal of Hazardous Materials, 239-240, 24–31.
Beškoski, V., Takemine, S., Nakano, T., Beškoski, L., Gojgić-Cvijović, G., Ilić, M., Miletić, S., & Vrvić, M. (2013). Perfluorinated compounds in sediment samples from the wastewater canal of Pančevo (Serbia) industrial area. Chemosphere, 91, 1408–1415.
Bjerregaard-Olesen, C., Bach, C., Long, M., Ghisari, M., Bossi, R., Bech, B., Nohr, E., Henriksen, T., Olsen, J., & Bonefeld-Jørgensen, E. (2016). Time trends of perfluorinated alkyl acids in serum from Danish pregnant women 2008-2013. Environmental International, 91, 14–21.
Castiglioni, S., Valsecchi, S., Polesello, S., Rusconi, M., Melis, M., Palmiotto, M., Manentic, A., Davolia, E., & Zuccato, E. (2015). Sources and fate of perfluorinated compounds in the aqueous environment and in drinking water of a highly urbanized and industrialized area in Italy. Journal of Hazardous Materials, 282, 51–60.
Chen, S., Jiao, X., Gai, N., Li, X., Wang, X., Lu, G., Piao, H., Zhu, Y., & Yang, Y. (2016). Perfluorinated compounds in soil, surface water, and groundwater from rural areas in eastern China. Environmental Pollution, 211, 124–131.
Chimeddulam, D., & Wu, K. (2013). River water contaminated with perfluorinated compounds potentially posing the greatest risk to young children. Chemosphere, 90, 1617–1624.
Cordner, A., De La Rosa, V., Schaider, L., Rudel, R., Richter, L., & Brown, P. (2019). Guideline levels for PFOA and PFOS in drinking water: the role of scientific uncertainty, risk assessment decisions, and social factors. Journal of Exposure Science & Environmental Epidemiology, 29, 157–171.
Cornelis, C., D'Hollander, W., Roosens, L., Covaci, A., Smolders, R., Van Den Heuvel, R., Govarts, E., Van Campenhout, K., Reynders, H., & Bervoets, L. (2012). First assessment of population exposure to perfluorinated compounds in Flanders, Belgium. Chemosphere, 86, 308–314.
Domingo, J. (2012). Health risks of dietary exposure to perfluorinated compounds. Environmental International, 40, 187–195.
Dreyer, A., & Ebinghaus, R. (2009). Polyfluorinated compounds in ambient air from ship and land-based measurements in northern Germany, atmosphere. Atmospheric Environment, 43(8), 1527–1535.
Duong, H., Kadokami, K., Shirasaka, H., Hidaka, R., Chau, H., Kong, L., Nguyen, T., & Nguyen, T. (2015). Occurrence of perfluoroalkyl acids in environmental waters in Vietnam. Chemosphere, 122, 115–124.
Du, Z., Deng, S., Bei, Y., Huang, Q., Wang, B., Huang, J., & Yu, G. (2014). Adsorption behavior and mechanism of perfluorinated compounds on various adsorbents—a review. Journal of Hazardous Materials, 274, 443–454.
Guo, H., Wen, D., Liu, Z., Jia, Y., & Guo, Q. (2014). A review of high arsenic groundwater in mainland and Taiwan, China, distribution, characteristics and geochemical processes. Applied Geochemistry, 41, 196–217.
Huang, Y., Shen, L., & Liu, H. (2018). Grey relational analysis, principal component analysis and forecasting of carbon emissions based on long short-term memory in China. Journal of Cleaner Production.
Jia, Y., Xi, B., Jiang, Y., Guo, H., Yang, Y., Lian, X., & Han, S. (2018). Distribution, formation and human-induced evolution of geogenic contaminated groundwater in China: A review. Science of the Total Environment, 643, 967–993.
Liu, B., Zhang, H., & Yao, D. (2015). Perfluorinated compounds (PFCs) in the atmosphere of Shenzhen, China: spatial distribution, sources and health risk assessment. Chemosphere, 138, 511–518.
Liu, Y., Ma, L., Yang, Q., Li, G., & Zhang, F. (2018). Occurrence and spatial distribution of perfluorinated compounds in groundwater receiving reclaimed water through river bank infiltration. Chemosphere, 211, 1203–1211.
Loos, R., Locoro, G., Comero, S., Contini, S., Schwesig, D., Werres, F., Balsaa, P., Gans, O., Weiss, S., Blaha, L., Bolchi, M., & Gawlik, B. M. (2010). Pan-European survey on the occurrence of selected polar organic persistent pollutants in ground water. Water Research, 44(14), 4115–4126.
Lopez, B., Ollivier, P., Togola, A., Baran, N., & Ghestem, J. (2015). Screening of French groundwater for regulated and emerging contaminants. Science of the Total Environment, 518–519, 562–573.
Ma, Y., Liu, Z., Xi, B., He, X., Li, Q., Qi, Y., Jin, M., & Guo, Y. (2018). Characteristics of groundwater pollution in a vegetable cultivation area of typical facility agriculture in a developed city. Ecological Indicators. https://doi.org/10.1016/j.ecolind.2018.10.056.
Michael, W., Bergmann, S., & Dieter, H. (2010). Occurrence of perfluorinated compounds (PFCs) in drinking water of North Rhine-Westphalia, Germany and new approach to assess drinking water contamination by shorter-chained C4–C7 PFCs. International Journal of Hygiene and Environmental Health, 213, 224–232.
Munoz, G., Labadie, P., Botta, F., Lestremau, F., Lopez, B., Geneste, E., Pardon, P., Devier, M. H., & Budzinski, H. (2017). Occurrence survey and spatial distribution ofperfluoroalkyl and polyfluoroalkyl surfactants in groundwater, surface water, and sediments from tropical environments. Science of the Total Environment, 607-608, 243–252.
Naile, J., Khim, J., Wang, T., Chen, C., Luo, W., Kwon, B., Park, J., Koh, C., Jones, P., Lu, Y., & Giesy, J. (2010). Perfluorinated compounds in water, sediment, soil and biota from estuarine and coastal areas of Korea. Environmental Pollution, 158, 1237–1244.
New Jersey Drinking Water Quality Institute (NJDWQI). (2017). Maximum contaminant level recommendation for perfluorooctanoic acid in drinking water, basis and background. March, 15, 2017.
Pan, G., Zhou, Q., Luan, X., & Fu, Q. (2014). Distribution of perfluorinated compounds in Lake Taihu (China): Impact to human health and water standards. Science of the Total Environment, 487, 778–784.
Post, G., Louis, J., Cooper, K., Boros-Russo, B., & Lippincott, R. (2009). Occurrence and potential significance of Perfluorooctanoic acid (PFOA) detected in New Jersey public drinking water systems. Environmental Science & Technology, 43(12), 4547–4554.
Post, G., Louis, J., Lippincott, R., & Procopio, N. (2013). Occurrence of perfluorinated compounds in raw water from New Jersey public drinking water systems. Environmental Science & Technology, 47(23), 13266–13275.
Post, G., Gleason, J., & Cooper, K. (2017). Key scientific issues in developing drinking water guidelines for perfluoroalkyl acids: contaminants of emerging concern. PLoS Biology, 15(12), e2002855.
Quinete, N., Wu, Q., Zhang, T., Yun, S., Moreira, I., & Kannan, K. (2009). Specific profiles of perfluorinated compounds in surface and drinking waters and accumulation in mussels, fish, and dolphins from southeastern Brazil. Chemosphere, 77, 863–869.
Rodea-Palomares, I., Leganés, F., Rosal, R., & Fernández-Piñas, F. (2012). Toxicological interactions of perfluorooctane sulfonic acid (PFOS) and perfluorooctanoic acid (PFOA) with selected pollutants. Journal of Hazardous Materials, 201-202, 209–218.
Stahl, L., Snyder, B., Olsen, A., Kincaid, T., Wathen, J., & McCarty, H. (2014). Perfluorinated compounds in fish from U.S. urban rivers and the Great Lakes. Science of the Total Environment, 499, 185–195.
Schaefer, C., Andaya, C., Urtiaga, A., McKenzie, E., & Higgins, C. (2015). Electrochemical treatment of perfluorooctanoic acid (PFOA) and perfluorooctane sulfonic acid (PFOS) in groundwater impacted by aqueous film forming foams (AFFFs). Journal of Hazardous Materials, 295, 170–175.
Schaider, L., Rudel, R., Ackerman, J., Dunagan, S., & Brody, J. (2014). Pharmaceuticals, perfluorosurfactants, and other organic wastewater compounds in public drinking water wells in a shallow sand and gravel aquifer. Science of the Total Environment, 468-469, 384–393.
Shi, Y., Pan, Y., Yang, R., Wang, Y., & Cai, Y. (2010). Occurrence of perfluorinated compounds in fish from Qinghai-Tibetan Plateau. Environmental International, 36, 46–50.
Shiwaku, Y., Lee, P., Thepaksorn, P., Zheng, B., Koizumi, A., & Harada, K. H. (2016). Spatial and temporal trends in perfluorooctanoic and perfluorohexanoic acid in well, surface, and tap water around a fluoropolymer plant in Osaka, Japan. Chemosphere, 164, 603–610.
Simcik, M. F., & Dorweiler, K. J. (2005). Ratio of perfluorochemical concentrations as a tracer of atmospheric deposition to surface waters. Environmental Science and Technology, 39, 8678–8683.
Sun, R., Wu, M., Tang, L., Li, J., Qian, Z., Han, T., & Xu, G. (2018). Perfluorinated compounds in surface waters of Shanghai, China: source analysis and risk assessment. Ecotoxicology and Environmental Safety, 149, 88–95.
Szabo, D., Coggan, T., Robson, T., Currell, M., & Clarke, B. (2018). Investigating recycled water use as a diffuse source of per- and polyfluoroalkyl substances (PFASs) to groundwater in Melbourne, Australia. Science of the Total Environment, 644, 1409–1417.
Thompson, J., Lorber, M., Toms, L.-M. T., Kato, K., Calafat, A. M., & Mueller, J. F. (2010). Use of simple pharmacokinetic modeling to characterize exposure of Australians to perfluorooctanoic acid and perfluorooctane sulfonic acid. Environment International, 36, 390–397.
United States Environmental Protection Agency (USEPA). (2018). PFAs toxicological profile key messages.June.
Valsecchi, S., Conti, D., Crebelli, R., Polesello, S., Rusconi, M., Mazzoni, M., Prezioso, E., Carere ,M., Lucentini L., Ferretti E., Balzamo S., Simeone M., & Aste F. (2017). Deriving environmental quality standards for perfluorooctanoic acid (PFOA) and related short chain perfluorinated alkyl acids. Journal of Hazardous Materials, 323, 84–98.
Wang, T., Khim, J., Chen, C., Naile, J., Lu, Y., Kannan, K., Park, J., Luo, W., Jiao, W., Hu, W., & Giesy, J. (2012). Perfluorinated compounds in surfacewaters from northern China: comparison to level of industrialization. Environmental International, 42, 37–46.
Wen, D., Zhang, F., Zhang, E., Wang, C., Han, S., & Zheng, Y. (2013). Arsenic, fluoride and iodine in groundwater of China. Journal of Geochemical Exploration, 135, 1–21.
Wu, X., Bennett, D., Calafat, A., Kato, K., Strynar, M., Andersen, E., Moran, R., Tancredi, D., Tulve, N., & Hertz-Picciotto, I. (2015). Serum concentrations of perfluorinated compounds (PFC) among selected populations of children and adults in California. Environmental Research, 36, 264–273.
Xie, S., Wang, T., Liu, S., Jones, K., Sweetman, A., & Lu, Y. (2013). Industrial source identification and emission estimation of perfluorooctane sulfonate in China. Environment International, 52, 1–8.
Xu, J., Tian, Y., Zhang, Y., Guo, C., Shi, G., Zhang, C., & Feng, Y. (2013). Source apportionment of perfluorinated compounds (PFCs) in sediments: using three multivariate factor analysis receptor models. Journal of Hazardous Materials, 260, 483–488.
Yang, L., Zhu, L., & Liu, Z. (2011). Occurrence and partition of perfluorinated compounds in water and sediment from Liao River and Taihu Lake, China. Chemosphere, 83, 806–814.
Yao, Y., Zhu, H., Li, B., Hu, H., Zhang, T., Yamazaki, E., Taniyasu, S., Yamashita, N., & Sun, H. (2014). Distribution and primary source analysis of per- and poly-fluoroalkyl substances with different chain lengths in surface and groundwater in two cities, North China. Ecotoxicology and Environmental Safety, 108, 318–328.
Yu, J., Lv, L., Lan, P., Zhang, S., Pan, B., & Zhang, W. (2012). Effect of effluent organic matter on the adsorption of perfluorinated compounds onto activated carbon. Journal of Hazardous Materials, 225-226, 99–106.
Zeng, C., Wang, L., Huang, W., & Wang, W. (2012). Research on influencing factors of water environment in the typical western of Taihu Lake based on the principal component analysis – a case study of Tianmuhu Lake and Gehu Lake in Jiangsu province. Advanced Materials Research, 356-360, 924–928.
Zhang, H., Zhao, L., He, L., Chai, Z., Jin, J., & Yang, B. (2014). Pollution fingerprints and sources of perfluorinated compounds in surface soil of different functional areas. Environmental Sciences, 35, 2698–2704.
Zhang, Q., Wang, H., & Wang, L. (2018). Tracing nitrate pollution sources and transformations in the over-exploited groundwater region of North China using stable isotopes. Journal of Contaminant Hydrology, 218, 1–9.
Zhao, L., Zhu, L., & Yang, L. (2012). Distribution and desorption of perfluorinated compounds in fractionated sediments. Chemosphere, 88, 1390–1397.
Funding
This work was supported by the Special Research Funding for the Public Benefits sponsored by the Ministry of Ecology and Environment of PRC (201409029) and the Major Science and Technology Program for Water Pollution Control and Treatment (No. 2017ZX07401004).
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Qiao, X., Jiao, L., Zhang, X. et al. Contamination profiles and risk assessment of per- and polyfluoroalkyl substances in groundwater in China. Environ Monit Assess 192, 76 (2020). https://doi.org/10.1007/s10661-019-8005-z
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DOI: https://doi.org/10.1007/s10661-019-8005-z